{"id":"W2207015500","doi":"10.5589/q15-008","title":"Module discretization and consolidation of a modular morphing wing","year":2015,"lang":"en","type":"article","venue":"Canadian aeronautics and space journal","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Wing; Morphing; Discretization; Climb; Drag; Lift-to-drag ratio; Computer science; Engineering; Mathematics; Aerospace engineering; Control theory (sociology); Mathematical analysis; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001407618,0.00006220257,0.00009463509,0.0000904103,0.00007842924,0.00007244532,0.00002725705,0.00004547387,0.000008873161],"category_scores_gemma":[0.00006082964,0.00006409803,0.00001055848,0.00005210374,0.00003189515,0.0001774193,0.000005350204,0.0001077705,6.777752e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006143066,"about_ca_system_score_gemma":0.00009094744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004303109,"about_ca_topic_score_gemma":0.005378555,"domain_scores_codex":[0.9996096,0.00001398723,0.000124127,0.00004913054,0.00007908169,0.0001240927],"domain_scores_gemma":[0.9994903,0.0000140063,0.00003221141,0.00004029786,0.0000605393,0.0003627115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003766791,0.00002331676,0.02787956,0.0001749637,0.0002585612,0.00007076326,0.008926173,0.8517634,0.02218552,0.06243908,0.004584166,0.02165684],"study_design_scores_gemma":[0.000577095,0.00004656391,0.007058951,0.0000487428,0.00002964907,0.0000859241,0.0006029531,0.9873693,0.0003139381,0.001224167,0.002518527,0.0001242133],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8552738,0.0008095321,0.1420089,0.000995847,0.0001785921,0.00006385092,0.00001253084,0.00001370696,0.0006432754],"genre_scores_gemma":[0.9984424,0.0001238122,0.001278592,0.00004396476,0.0000716516,5.264415e-7,0.000003810031,0.000009331085,0.00002594188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1431686,"threshold_uncertainty_score":0.300136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324178461079832,"score_gpt":0.191979135911961,"score_spread":0.1787373513011626,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}